Dataset statistics
| Number of variables | 45 |
|---|---|
| Number of observations | 761995 |
| Missing cells | 21409356 |
| Missing cells (%) | 62.4% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 261.6 MiB |
| Average record size in memory | 360.0 B |
Variable types
| Numeric | 40 |
|---|---|
| Categorical | 5 |
level_1 is highly correlated with ICULOS | High correlation |
O2Sat is highly correlated with SaO2 | High correlation |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 5 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 6 other fields | High correlation |
pH is highly correlated with BaseExcess and 2 other fields | High correlation |
PaCO2 is highly correlated with pH | High correlation |
SaO2 is highly correlated with O2Sat | High correlation |
AST is highly correlated with BaseExcess and 2 other fields | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Alkalinephos is highly correlated with BaseExcess and 1 other fields | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with AST and 1 other fields | High correlation |
Phosphate is highly correlated with BaseExcess and 1 other fields | High correlation |
Bilirubin_total is highly correlated with BaseExcess and 2 other fields | High correlation |
TroponinI is highly correlated with HCO3 | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with level_1 | High correlation |
level_1 is highly correlated with ICULOS and 1 other fields | High correlation |
SBP is highly correlated with MAP and 1 other fields | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with SBP and 1 other fields | High correlation |
BaseExcess is highly correlated with HCO3 and 5 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 6 other fields | High correlation |
pH is highly correlated with BaseExcess and 1 other fields | High correlation |
AST is highly correlated with BaseExcess and 1 other fields | High correlation |
BUN is highly correlated with Creatinine and 1 other fields | High correlation |
Alkalinephos is highly correlated with BaseExcess and 1 other fields | High correlation |
Creatinine is highly correlated with BUN and 1 other fields | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Lactate is highly correlated with BaseExcess and 1 other fields | High correlation |
Phosphate is highly correlated with BaseExcess and 3 other fields | High correlation |
Bilirubin_total is highly correlated with Bilirubin_direct | High correlation |
TroponinI is highly correlated with HCO3 | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with level_1 and 1 other fields | High correlation |
Sepsis is highly correlated with Hours | High correlation |
Hours is highly correlated with level_1 and 2 other fields | High correlation |
level_1 is highly correlated with ICULOS | High correlation |
SBP is highly correlated with MAP | High correlation |
MAP is highly correlated with SBP and 1 other fields | High correlation |
DBP is highly correlated with MAP | High correlation |
BaseExcess is highly correlated with HCO3 and 4 other fields | High correlation |
HCO3 is highly correlated with BaseExcess and 5 other fields | High correlation |
pH is highly correlated with BaseExcess and 1 other fields | High correlation |
AST is highly correlated with BaseExcess and 1 other fields | High correlation |
BUN is highly correlated with Creatinine | High correlation |
Alkalinephos is highly correlated with BaseExcess | High correlation |
Creatinine is highly correlated with BUN | High correlation |
Bilirubin_direct is highly correlated with Bilirubin_total | High correlation |
Phosphate is highly correlated with BaseExcess and 1 other fields | High correlation |
Bilirubin_total is highly correlated with HCO3 and 1 other fields | High correlation |
TroponinI is highly correlated with HCO3 | High correlation |
Hct is highly correlated with Hgb | High correlation |
Hgb is highly correlated with Hct | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
ICULOS is highly correlated with level_1 | High correlation |
Unit2 is highly correlated with Unit1 | High correlation |
Unit1 is highly correlated with Unit2 | High correlation |
HR has 92210 (12.1%) missing values | Missing |
O2Sat has 107657 (14.1%) missing values | Missing |
Temp has 503670 (66.1%) missing values | Missing |
SBP has 106064 (13.9%) missing values | Missing |
MAP has 112412 (14.8%) missing values | Missing |
DBP has 106257 (13.9%) missing values | Missing |
Resp has 161077 (21.1%) missing values | Missing |
EtCO2 has 704359 (92.4%) missing values | Missing |
BaseExcess has 760231 (99.8%) missing values | Missing |
HCO3 has 760584 (99.8%) missing values | Missing |
FiO2 has 744785 (97.7%) missing values | Missing |
pH has 745037 (97.8%) missing values | Missing |
PaCO2 has 744982 (97.8%) missing values | Missing |
SaO2 has 747594 (98.1%) missing values | Missing |
AST has 748632 (98.2%) missing values | Missing |
BUN has 719903 (94.5%) missing values | Missing |
Alkalinephos has 748586 (98.2%) missing values | Missing |
Calcium has 709982 (93.2%) missing values | Missing |
Chloride has 757306 (99.4%) missing values | Missing |
Creatinine has 719866 (94.5%) missing values | Missing |
Bilirubin_direct has 760187 (99.8%) missing values | Missing |
Glucose has 593135 (77.8%) missing values | Missing |
Lactate has 747692 (98.1%) missing values | Missing |
Magnesium has 725525 (95.2%) missing values | Missing |
Phosphate has 739590 (97.1%) missing values | Missing |
Potassium has 703306 (92.3%) missing values | Missing |
Bilirubin_total has 748547 (98.2%) missing values | Missing |
TroponinI has 748179 (98.2%) missing values | Missing |
Hct has 717620 (94.2%) missing values | Missing |
Hgb has 717225 (94.1%) missing values | Missing |
PTT has 754602 (99.0%) missing values | Missing |
WBC has 721896 (94.7%) missing values | Missing |
Fibrinogen has 757783 (99.4%) missing values | Missing |
Platelets has 721285 (94.7%) missing values | Missing |
Unit1 has 225795 (29.6%) missing values | Missing |
Unit2 has 225795 (29.6%) missing values | Missing |
FiO2 is highly skewed (γ1 = 131.1114503) | Skewed |
level_1 has 20000 (2.6%) zeros | Zeros |
HospAdmTime has 49742 (6.5%) zeros | Zeros |
Reproduction
| Analysis started | 2021-11-29 18:21:41.178423 |
|---|---|
| Analysis finished | 2021-11-29 18:23:28.612485 |
| Duration | 1 minute and 47.43 seconds |
| Software version | pandas-profiling v3.1.1 |
| Download configuration | config.json |
PatientID
Real number (ℝ≥0)
| Distinct | 20000 |
|---|---|
| Distinct (%) | 2.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 110025.3176 |
| Minimum | 100001 |
|---|---|
| Maximum | 120000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 100001 |
|---|---|
| 5-th percentile | 100984 |
| Q1 | 105047 |
| median | 110058 |
| Q3 | 115003 |
| 95-th percentile | 119024 |
| Maximum | 120000 |
| Range | 19999 |
| Interquartile range (IQR) | 9956 |
Descriptive statistics
| Standard deviation | 5776.257876 |
|---|---|
| Coefficient of variation (CV) | 0.052499352 |
| Kurtosis | -1.19402897 |
| Mean | 110025.3176 |
| Median Absolute Deviation (MAD) | 4979 |
| Skewness | -0.003565541124 |
| Sum | 8.383874187 × 1010 |
| Variance | 33365155.05 |
| Monotonicity | Increasing |
| Value | Count | Frequency (%) |
| 113190 | 336 | < 0.1% |
| 114471 | 336 | < 0.1% |
| 116439 | 336 | < 0.1% |
| 101922 | 336 | < 0.1% |
| 117406 | 336 | < 0.1% |
| 111353 | 335 | < 0.1% |
| 111709 | 335 | < 0.1% |
| 111512 | 334 | < 0.1% |
| 113429 | 333 | < 0.1% |
| 100134 | 327 | < 0.1% |
| Other values (19990) | 758651 |
| Value | Count | Frequency (%) |
| 100001 | 24 | |
| 100002 | 25 | |
| 100003 | 43 | |
| 100004 | 59 | |
| 100005 | 52 | |
| 100006 | 47 | |
| 100007 | 37 | |
| 100008 | 50 | |
| 100009 | 30 | |
| 100010 | 16 | < 0.1% |
| Value | Count | Frequency (%) |
| 120000 | 35 | |
| 119999 | 20 | |
| 119998 | 49 | |
| 119997 | 25 | |
| 119996 | 48 | |
| 119995 | 42 | |
| 119994 | 42 | |
| 119993 | 21 | |
| 119992 | 41 | |
| 119991 | 25 |
| Distinct | 336 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 25.6589807 |
| Minimum | 0 |
|---|---|
| Maximum | 335 |
| Zeros | 20000 |
| Zeros (%) | 2.6% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 9 |
| median | 19 |
| Q3 | 33 |
| 95-th percentile | 63 |
| Maximum | 335 |
| Range | 335 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 29.81392567 |
|---|---|
| Coefficient of variation (CV) | 1.161929463 |
| Kurtosis | 24.65520099 |
| Mean | 25.6589807 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.160860095 |
| Sum | 19552015 |
| Variance | 888.8701636 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 20000 | 2.6% |
| 1 | 20000 | 2.6% |
| 2 | 20000 | 2.6% |
| 3 | 20000 | 2.6% |
| 4 | 20000 | 2.6% |
| 5 | 20000 | 2.6% |
| 6 | 20000 | 2.6% |
| 7 | 20000 | 2.6% |
| 8 | 19796 | 2.6% |
| 9 | 19682 | 2.6% |
| Other values (326) | 562517 |
| Value | Count | Frequency (%) |
| 0 | 20000 | |
| 1 | 20000 | |
| 2 | 20000 | |
| 3 | 20000 | |
| 4 | 20000 | |
| 5 | 20000 | |
| 6 | 20000 | |
| 7 | 20000 | |
| 8 | 19796 | |
| 9 | 19682 |
| Value | Count | Frequency (%) |
| 335 | 5 | |
| 334 | 7 | |
| 333 | 8 | |
| 332 | 9 | |
| 331 | 9 | |
| 330 | 9 | |
| 329 | 9 | |
| 328 | 9 | |
| 327 | 9 | |
| 326 | 10 |
| Distinct | 311 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 92210 |
| Missing (%) | 12.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 84.14190524 |
| Minimum | 20 |
|---|---|
| Maximum | 211 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 58 |
| Q1 | 71.5 |
| median | 83 |
| Q3 | 95 |
| 95-th percentile | 115 |
| Maximum | 211 |
| Range | 191 |
| Interquartile range (IQR) | 23.5 |
Descriptive statistics
| Standard deviation | 17.72415968 |
|---|---|
| Coefficient of variation (CV) | 0.2106460465 |
| Kurtosis | 0.3646264269 |
| Mean | 84.14190524 |
| Median Absolute Deviation (MAD) | 12 |
| Skewness | 0.4495574579 |
| Sum | 56356986 |
| Variance | 314.1458365 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 80 | 21293 | 2.8% |
| 90 | 20061 | 2.6% |
| 82 | 16673 | 2.2% |
| 84 | 16026 | 2.1% |
| 78 | 15972 | 2.1% |
| 74 | 15670 | 2.1% |
| 76 | 15325 | 2.0% |
| 72 | 15197 | 2.0% |
| 86 | 15154 | 2.0% |
| 70 | 15138 | 2.0% |
| Other values (301) | 503276 | |
| (Missing) | 92210 | 12.1% |
| Value | Count | Frequency (%) |
| 20 | 3 | < 0.1% |
| 21 | 2 | < 0.1% |
| 22 | 2 | < 0.1% |
| 23 | 1 | < 0.1% |
| 23.5 | 1 | < 0.1% |
| 24 | 4 | < 0.1% |
| 25 | 7 | < 0.1% |
| 26 | 25 | |
| 26.5 | 1 | < 0.1% |
| 27 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 211 | 1 | < 0.1% |
| 194 | 1 | < 0.1% |
| 191 | 2 | < 0.1% |
| 188 | 1 | < 0.1% |
| 186 | 9 | |
| 184 | 14 | |
| 183 | 1 | < 0.1% |
| 182.5 | 1 | < 0.1% |
| 182 | 8 | |
| 181.5 | 1 | < 0.1% |
| Distinct | 131 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 107657 |
| Missing (%) | 14.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 97.11774878 |
| Minimum | 20 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 92 |
| Q1 | 96 |
| median | 98 |
| Q3 | 99.5 |
| 95-th percentile | 100 |
| Maximum | 100 |
| Range | 80 |
| Interquartile range (IQR) | 3.5 |
Descriptive statistics
| Standard deviation | 2.964617576 |
|---|---|
| Coefficient of variation (CV) | 0.03052601212 |
| Kurtosis | 51.73268616 |
| Mean | 97.11774878 |
| Median Absolute Deviation (MAD) | 2 |
| Skewness | -3.736983633 |
| Sum | 63547833.5 |
| Variance | 8.788957374 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 100 | 156535 | |
| 98 | 84666 | |
| 99 | 78001 | |
| 97 | 77140 | |
| 96 | 66649 | |
| 95 | 51802 | 6.8% |
| 94 | 35928 | 4.7% |
| 93 | 22665 | 3.0% |
| 92 | 14398 | 1.9% |
| 99.5 | 8406 | 1.1% |
| Other values (121) | 58148 | 7.6% |
| (Missing) | 107657 |
| Value | Count | Frequency (%) |
| 20 | 12 | |
| 21 | 4 | < 0.1% |
| 22 | 5 | |
| 23 | 3 | < 0.1% |
| 24 | 6 | |
| 26 | 3 | < 0.1% |
| 27 | 1 | < 0.1% |
| 28 | 2 | < 0.1% |
| 29 | 3 | < 0.1% |
| 30 | 3 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 156535 | |
| 99.5 | 8406 | 1.1% |
| 99 | 78001 | |
| 98.5 | 7927 | 1.0% |
| 98 | 84666 | |
| 97.5 | 7646 | 1.0% |
| 97 | 77140 | |
| 96.5 | 6668 | 0.9% |
| 96 | 66649 | |
| 95.5 | 5464 | 0.7% |
| Distinct | 209 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 503670 |
| Missing (%) | 66.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 36.92607587 |
| Minimum | 30 |
|---|---|
| Maximum | 50 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 35.8 |
| Q1 | 36.5 |
| median | 36.9 |
| Q3 | 37.4 |
| 95-th percentile | 38.1 |
| Maximum | 50 |
| Range | 20 |
| Interquartile range (IQR) | 0.9 |
Descriptive statistics
| Standard deviation | 0.7558255072 |
|---|---|
| Coefficient of variation (CV) | 0.02046861166 |
| Kurtosis | 3.580449366 |
| Mean | 36.92607587 |
| Median Absolute Deviation (MAD) | 0.5 |
| Skewness | -0.2282658806 |
| Sum | 9538928.55 |
| Variance | 0.5712721974 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 37 | 15852 | 2.1% |
| 36.8 | 15434 | 2.0% |
| 36.6 | 14496 | 1.9% |
| 36.7 | 14085 | 1.8% |
| 36.5 | 13958 | 1.8% |
| 37.2 | 12578 | 1.7% |
| 36.9 | 12471 | 1.6% |
| 37.1 | 11778 | 1.5% |
| 36.4 | 11257 | 1.5% |
| 37.4 | 10773 | 1.4% |
| Other values (199) | 125643 | 16.5% |
| (Missing) | 503670 |
| Value | Count | Frequency (%) |
| 30 | 4 | |
| 30.1 | 1 | < 0.1% |
| 30.4 | 1 | < 0.1% |
| 30.5 | 2 | |
| 30.6 | 1 | < 0.1% |
| 30.7 | 1 | < 0.1% |
| 30.8 | 2 | |
| 30.9 | 3 | |
| 31 | 1 | < 0.1% |
| 31.1 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 50 | 2 | |
| 42.1 | 1 | < 0.1% |
| 42 | 1 | < 0.1% |
| 41.8 | 2 | |
| 41.5 | 2 | |
| 41.4 | 3 | |
| 41.3 | 3 | |
| 41.25 | 1 | < 0.1% |
| 41.2 | 3 | |
| 41.15 | 1 | < 0.1% |
| Distinct | 792 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 106064 |
| Missing (%) | 13.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 126.5984327 |
| Minimum | 20 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 91 |
| Q1 | 109 |
| median | 124 |
| Q3 | 142 |
| 95-th percentile | 170 |
| Maximum | 300 |
| Range | 280 |
| Interquartile range (IQR) | 33 |
Descriptive statistics
| Standard deviation | 24.53301794 |
|---|---|
| Coefficient of variation (CV) | 0.1937861111 |
| Kurtosis | 0.3582686173 |
| Mean | 126.5984327 |
| Median Absolute Deviation (MAD) | 17 |
| Skewness | 0.4990027314 |
| Sum | 83039836.53 |
| Variance | 601.868969 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 116 | 11249 | 1.5% |
| 118 | 11064 | 1.5% |
| 114 | 10808 | 1.4% |
| 120 | 10801 | 1.4% |
| 124 | 10739 | 1.4% |
| 112 | 10716 | 1.4% |
| 110 | 10572 | 1.4% |
| 122 | 10471 | 1.4% |
| 128 | 10181 | 1.3% |
| 126 | 10168 | 1.3% |
| Other values (782) | 549162 | |
| (Missing) | 106064 | 13.9% |
| Value | Count | Frequency (%) |
| 20 | 5 | |
| 21 | 2 | < 0.1% |
| 22 | 5 | |
| 24 | 4 | |
| 25 | 4 | |
| 27 | 1 | < 0.1% |
| 28 | 1 | < 0.1% |
| 29 | 1 | < 0.1% |
| 30 | 4 | |
| 31 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 300 | 1 | < 0.1% |
| 299 | 1 | < 0.1% |
| 298 | 1 | < 0.1% |
| 296 | 3 | |
| 295 | 1 | < 0.1% |
| 294 | 1 | < 0.1% |
| 293 | 2 | |
| 292 | 2 | |
| 291 | 1 | < 0.1% |
| 290 | 2 |
| Distinct | 418 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 112412 |
| Missing (%) | 14.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 86.36713707 |
| Minimum | 30 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 30 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 74.5 |
| median | 84 |
| Q3 | 96 |
| 95-th percentile | 116 |
| Maximum | 300 |
| Range | 270 |
| Interquartile range (IQR) | 21.5 |
Descriptive statistics
| Standard deviation | 16.7744491 |
|---|---|
| Coefficient of variation (CV) | 0.1942225905 |
| Kurtosis | 4.514985383 |
| Mean | 86.36713707 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 1.00239841 |
| Sum | 56102624 |
| Variance | 281.3821426 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 78 | 17619 | 2.3% |
| 80 | 17212 | 2.3% |
| 82 | 17130 | 2.2% |
| 84 | 16836 | 2.2% |
| 76 | 16818 | 2.2% |
| 86 | 16091 | 2.1% |
| 88 | 16029 | 2.1% |
| 74 | 15897 | 2.1% |
| 72 | 14709 | 1.9% |
| 79 | 14393 | 1.9% |
| Other values (408) | 486849 | |
| (Missing) | 112412 | 14.8% |
| Value | Count | Frequency (%) |
| 30 | 11 | < 0.1% |
| 31 | 16 | |
| 32 | 25 | |
| 33 | 25 | |
| 34 | 14 | |
| 34.5 | 2 | < 0.1% |
| 35 | 16 | |
| 35.5 | 1 | < 0.1% |
| 36 | 33 | |
| 36.5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 300 | 4 | |
| 298 | 6 | |
| 296 | 3 | |
| 295 | 1 | < 0.1% |
| 294 | 5 | |
| 293 | 2 | < 0.1% |
| 292 | 2 | < 0.1% |
| 291 | 3 | |
| 290 | 6 | |
| 288 | 4 |
| Distinct | 609 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 106257 |
| Missing (%) | 13.9% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 66.2340016 |
| Minimum | 20 |
|---|---|
| Maximum | 300 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 46 |
| Q1 | 56 |
| median | 65 |
| Q3 | 74 |
| 95-th percentile | 91 |
| Maximum | 300 |
| Range | 280 |
| Interquartile range (IQR) | 18 |
Descriptive statistics
| Standard deviation | 14.23701638 |
|---|---|
| Coefficient of variation (CV) | 0.2149502677 |
| Kurtosis | 6.207585886 |
| Mean | 66.2340016 |
| Median Absolute Deviation (MAD) | 9 |
| Skewness | 1.06344583 |
| Sum | 43432151.74 |
| Variance | 202.6926353 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 58 | 22293 | 2.9% |
| 60 | 21722 | 2.9% |
| 56 | 20509 | 2.7% |
| 62 | 19907 | 2.6% |
| 64 | 19586 | 2.6% |
| 66 | 18556 | 2.4% |
| 59 | 17869 | 2.3% |
| 63 | 17863 | 2.3% |
| 68 | 17650 | 2.3% |
| 70 | 17472 | 2.3% |
| Other values (599) | 462311 | |
| (Missing) | 106257 | 13.9% |
| Value | Count | Frequency (%) |
| 20 | 25 | |
| 20.5 | 3 | < 0.1% |
| 21 | 26 | |
| 21.5 | 7 | < 0.1% |
| 22 | 35 | |
| 22.5 | 1 | < 0.1% |
| 23 | 28 | |
| 23.5 | 6 | < 0.1% |
| 24 | 56 | |
| 24.5 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 300 | 2 | |
| 298 | 1 | < 0.1% |
| 296 | 3 | |
| 293 | 2 | |
| 292 | 2 | |
| 291 | 2 | |
| 290 | 2 | |
| 288 | 1 | < 0.1% |
| 287 | 1 | < 0.1% |
| 285 | 1 | < 0.1% |
| Distinct | 151 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 161077 |
| Missing (%) | 21.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 18.67078037 |
| Minimum | 1 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 12 |
| Q1 | 16 |
| median | 18 |
| Q3 | 21 |
| 95-th percentile | 27 |
| Maximum | 100 |
| Range | 99 |
| Interquartile range (IQR) | 5 |
Descriptive statistics
| Standard deviation | 4.72029401 |
|---|---|
| Coefficient of variation (CV) | 0.2528171783 |
| Kurtosis | 8.873033573 |
| Mean | 18.67078037 |
| Median Absolute Deviation (MAD) | 2.5 |
| Skewness | 1.117172153 |
| Sum | 11219608 |
| Variance | 22.28117554 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 18 | 82460 | |
| 20 | 75167 | |
| 16 | 67922 | |
| 22 | 39291 | 5.2% |
| 14 | 34824 | 4.6% |
| 15 | 34406 | 4.5% |
| 17 | 33311 | 4.4% |
| 19 | 30116 | 4.0% |
| 21 | 25478 | 3.3% |
| 24 | 23354 | 3.1% |
| Other values (141) | 154589 | |
| (Missing) | 161077 |
| Value | Count | Frequency (%) |
| 1 | 447 | |
| 1.5 | 56 | < 0.1% |
| 2 | 634 | |
| 2.5 | 51 | < 0.1% |
| 3 | 371 | |
| 3.5 | 42 | < 0.1% |
| 4 | 371 | |
| 4.5 | 38 | < 0.1% |
| 5 | 296 | |
| 5.5 | 26 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 5 | |
| 99 | 7 | |
| 98 | 6 | |
| 97 | 5 | |
| 96.5 | 1 | < 0.1% |
| 96 | 5 | |
| 95 | 4 | |
| 94 | 3 | |
| 93 | 4 | |
| 92 | 2 | < 0.1% |
| Distinct | 139 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 704359 |
| Missing (%) | 92.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 32.95765667 |
| Minimum | 10 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 10 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 28 |
| median | 33 |
| Q3 | 38 |
| 95-th percentile | 45 |
| Maximum | 100 |
| Range | 90 |
| Interquartile range (IQR) | 10 |
Descriptive statistics
| Standard deviation | 7.951662124 |
|---|---|
| Coefficient of variation (CV) | 0.2412690381 |
| Kurtosis | 4.962535523 |
| Mean | 32.95765667 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 0.496014827 |
| Sum | 1899547.5 |
| Variance | 63.22893053 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 35 | 2930 | 0.4% |
| 34 | 2901 | 0.4% |
| 32 | 2842 | 0.4% |
| 33 | 2814 | 0.4% |
| 31 | 2573 | 0.3% |
| 30 | 2493 | 0.3% |
| 36 | 2463 | 0.3% |
| 37 | 2356 | 0.3% |
| 29 | 2305 | 0.3% |
| 38 | 2162 | 0.3% |
| Other values (129) | 31797 | 4.2% |
| (Missing) | 704359 |
| Value | Count | Frequency (%) |
| 10 | 138 | |
| 10.5 | 31 | < 0.1% |
| 11 | 116 | |
| 11.5 | 27 | < 0.1% |
| 12 | 179 | |
| 12.5 | 29 | < 0.1% |
| 13 | 183 | |
| 13.5 | 43 | < 0.1% |
| 14 | 208 | |
| 14.5 | 60 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 12 | |
| 99 | 4 | < 0.1% |
| 98 | 13 | |
| 97 | 12 | |
| 96 | 4 | < 0.1% |
| 95 | 2 | < 0.1% |
| 94 | 2 | < 0.1% |
| 93 | 2 | < 0.1% |
| 92 | 4 | < 0.1% |
| 86 | 1 | < 0.1% |
| Distinct | 345 |
|---|---|
| Distinct (%) | 19.6% |
| Missing | 760231 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -2.669217687 |
| Minimum | -23.2 |
|---|---|
| Maximum | 14.2 |
| Zeros | 11 |
| Zeros (%) | < 0.1% |
| Negative | 1338 |
| Negative (%) | 0.2% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | -23.2 |
|---|---|
| 5-th percentile | -9.685 |
| Q1 | -4.9 |
| median | -2.4 |
| Q3 | -0.2 |
| 95-th percentile | 3.5425 |
| Maximum | 14.2 |
| Range | 37.4 |
| Interquartile range (IQR) | 4.7 |
Descriptive statistics
| Standard deviation | 4.185395734 |
|---|---|
| Coefficient of variation (CV) | -1.568023378 |
| Kurtosis | 1.94197408 |
| Mean | -2.669217687 |
| Median Absolute Deviation (MAD) | 2.35 |
| Skewness | -0.4512115017 |
| Sum | -4708.5 |
| Variance | 17.51753745 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| -2.1 | 27 | < 0.1% |
| 0.5 | 23 | < 0.1% |
| -0.4 | 23 | < 0.1% |
| -3 | 22 | < 0.1% |
| -0.9 | 22 | < 0.1% |
| -0.5 | 22 | < 0.1% |
| -2.4 | 21 | < 0.1% |
| -4.5 | 21 | < 0.1% |
| -3.9 | 21 | < 0.1% |
| -3.4 | 20 | < 0.1% |
| Other values (335) | 1542 | 0.2% |
| (Missing) | 760231 |
| Value | Count | Frequency (%) |
| -23.2 | 1 | |
| -22.1 | 1 | |
| -21.8 | 1 | |
| -21.2 | 1 | |
| -18.9 | 1 | |
| -18.25 | 1 | |
| -17.8 | 1 | |
| -17.4 | 1 | |
| -17 | 1 | |
| -16.6 | 1 |
| Value | Count | Frequency (%) |
| 14.2 | 1 | < 0.1% |
| 13.3 | 1 | < 0.1% |
| 11.6 | 1 | < 0.1% |
| 11.1 | 1 | < 0.1% |
| 10.9 | 1 | < 0.1% |
| 10.2 | 1 | < 0.1% |
| 9.1 | 1 | < 0.1% |
| 9 | 1 | < 0.1% |
| 8.5 | 3 | |
| 8.4 | 1 | < 0.1% |
| Distinct | 265 |
|---|---|
| Distinct (%) | 18.8% |
| Missing | 760584 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.21906449 |
| Minimum | 7.7 |
|---|---|
| Maximum | 36.4 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 7.7 |
|---|---|
| 5-th percentile | 18 |
| Q1 | 21.45 |
| median | 23.4 |
| Q3 | 25.1 |
| 95-th percentile | 28.25 |
| Maximum | 36.4 |
| Range | 28.7 |
| Interquartile range (IQR) | 3.65 |
Descriptive statistics
| Standard deviation | 3.259499175 |
|---|---|
| Coefficient of variation (CV) | 0.1403802972 |
| Kurtosis | 1.998719286 |
| Mean | 23.21906449 |
| Median Absolute Deviation (MAD) | 1.85 |
| Skewness | -0.2423278155 |
| Sum | 32762.1 |
| Variance | 10.62433487 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 25.3 | 25 | < 0.1% |
| 23.5 | 22 | < 0.1% |
| 21.8 | 22 | < 0.1% |
| 23.8 | 22 | < 0.1% |
| 24.5 | 21 | < 0.1% |
| 24.6 | 21 | < 0.1% |
| 22.6 | 20 | < 0.1% |
| 24.3 | 20 | < 0.1% |
| 23.9 | 20 | < 0.1% |
| 23.2 | 19 | < 0.1% |
| Other values (255) | 1199 | 0.2% |
| (Missing) | 760584 |
| Value | Count | Frequency (%) |
| 7.7 | 1 | |
| 8.4 | 1 | |
| 9.9 | 1 | |
| 10.95 | 1 | |
| 11.4 | 1 | |
| 12 | 1 | |
| 12.45 | 2 | |
| 12.6 | 1 | |
| 13.1 | 1 | |
| 13.3 | 1 |
| Value | Count | Frequency (%) |
| 36.4 | 1 | < 0.1% |
| 36.3 | 1 | < 0.1% |
| 36 | 1 | < 0.1% |
| 35.3 | 1 | < 0.1% |
| 34 | 2 | |
| 33.9 | 1 | < 0.1% |
| 33.7 | 1 | < 0.1% |
| 32.9 | 1 | < 0.1% |
| 32.4 | 1 | < 0.1% |
| 32 | 3 |
| Distinct | 92 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 744785 |
| Missing (%) | 97.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.7411597908 |
| Minimum | -50 |
|---|---|
| Maximum | 4000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 2 |
| Negative (%) | < 0.1% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | -50 |
|---|---|
| 5-th percentile | 0.21 |
| Q1 | 0.4 |
| median | 0.4 |
| Q3 | 0.6 |
| 95-th percentile | 1 |
| Maximum | 4000 |
| Range | 4050 |
| Interquartile range (IQR) | 0.2 |
Descriptive statistics
| Standard deviation | 30.49277809 |
|---|---|
| Coefficient of variation (CV) | 41.14197569 |
| Kurtosis | 17196.89811 |
| Mean | 0.7411597908 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 131.1114503 |
| Sum | 12755.36 |
| Variance | 929.8095159 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.4 | 5306 | 0.7% |
| 0.5 | 2814 | 0.4% |
| 1 | 2168 | 0.3% |
| 0.21 | 1471 | 0.2% |
| 0.6 | 1012 | 0.1% |
| 0.7 | 815 | 0.1% |
| 0.3 | 704 | 0.1% |
| 0.28 | 470 | 0.1% |
| 0.8 | 441 | 0.1% |
| 0.35 | 378 | < 0.1% |
| Other values (82) | 1631 | 0.2% |
| (Missing) | 744785 |
| Value | Count | Frequency (%) |
| -50 | 2 | < 0.1% |
| 0.01 | 1 | < 0.1% |
| 0.02 | 3 | < 0.1% |
| 0.03 | 1 | < 0.1% |
| 0.04 | 9 | |
| 0.05 | 10 | |
| 0.06 | 15 | |
| 0.08 | 1 | < 0.1% |
| 0.1 | 1 | < 0.1% |
| 0.13 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 4000 | 1 | < 0.1% |
| 5.05 | 1 | < 0.1% |
| 2 | 16 | < 0.1% |
| 1.7 | 1 | < 0.1% |
| 1.4 | 1 | < 0.1% |
| 1.3 | 1 | < 0.1% |
| 1.2 | 6 | < 0.1% |
| 1.1 | 1 | < 0.1% |
| 1 | 2168 | |
| 0.98 | 1 | < 0.1% |
| Distinct | 87 |
|---|---|
| Distinct (%) | 0.5% |
| Missing | 745037 |
| Missing (%) | 97.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 7.371940677 |
| Minimum | 6.71 |
|---|---|
| Maximum | 7.71 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 6.71 |
|---|---|
| 5-th percentile | 7.22 |
| Q1 | 7.32 |
| median | 7.38 |
| Q3 | 7.43 |
| 95-th percentile | 7.5 |
| Maximum | 7.71 |
| Range | 1 |
| Interquartile range (IQR) | 0.11 |
Descriptive statistics
| Standard deviation | 0.0872255322 |
|---|---|
| Coefficient of variation (CV) | 0.01183209904 |
| Kurtosis | 3.249979704 |
| Mean | 7.371940677 |
| Median Absolute Deviation (MAD) | 0.05 |
| Skewness | -0.9226287226 |
| Sum | 125013.37 |
| Variance | 0.007608293467 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 7.38 | 1019 | 0.1% |
| 7.4 | 995 | 0.1% |
| 7.36 | 955 | 0.1% |
| 7.42 | 871 | 0.1% |
| 7.39 | 836 | 0.1% |
| 7.34 | 798 | 0.1% |
| 7.37 | 780 | 0.1% |
| 7.41 | 754 | 0.1% |
| 7.35 | 739 | 0.1% |
| 7.44 | 708 | 0.1% |
| Other values (77) | 8503 | 1.1% |
| (Missing) | 745037 |
| Value | Count | Frequency (%) |
| 6.71 | 1 | |
| 6.72 | 1 | |
| 6.73 | 1 | |
| 6.78 | 2 | |
| 6.81 | 2 | |
| 6.82 | 1 | |
| 6.84 | 2 | |
| 6.85 | 2 | |
| 6.87 | 2 | |
| 6.88 | 2 |
| Value | Count | Frequency (%) |
| 7.71 | 1 | < 0.1% |
| 7.69 | 2 | < 0.1% |
| 7.68 | 1 | < 0.1% |
| 7.64 | 2 | < 0.1% |
| 7.63 | 4 | < 0.1% |
| 7.62 | 8 | < 0.1% |
| 7.61 | 14 | |
| 7.6 | 13 | |
| 7.59 | 22 | |
| 7.58 | 24 |
| Distinct | 532 |
|---|---|
| Distinct (%) | 3.1% |
| Missing | 744982 |
| Missing (%) | 97.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 40.43427379 |
| Minimum | 12 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 12 |
|---|---|
| 5-th percentile | 28 |
| Q1 | 34.7 |
| median | 39 |
| Q3 | 44 |
| 95-th percentile | 59 |
| Maximum | 100 |
| Range | 88 |
| Interquartile range (IQR) | 9.3 |
Descriptive statistics
| Standard deviation | 10.27561724 |
|---|---|
| Coefficient of variation (CV) | 0.2541313663 |
| Kurtosis | 6.256709119 |
| Mean | 40.43427379 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 1.868807446 |
| Sum | 687908.3 |
| Variance | 105.5883097 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 38 | 835 | 0.1% |
| 36 | 776 | 0.1% |
| 40 | 764 | 0.1% |
| 39 | 679 | 0.1% |
| 34 | 668 | 0.1% |
| 42 | 664 | 0.1% |
| 35 | 637 | 0.1% |
| 37 | 602 | 0.1% |
| 41 | 551 | 0.1% |
| 44 | 489 | 0.1% |
| Other values (522) | 10348 | 1.4% |
| (Missing) | 744982 |
| Value | Count | Frequency (%) |
| 12 | 1 | < 0.1% |
| 13 | 1 | < 0.1% |
| 15 | 7 | < 0.1% |
| 15.3 | 1 | < 0.1% |
| 16 | 8 | < 0.1% |
| 16.2 | 1 | < 0.1% |
| 16.4 | 2 | < 0.1% |
| 16.7 | 1 | < 0.1% |
| 17 | 20 | |
| 17.9 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 100 | 6 | |
| 99 | 5 | |
| 98 | 11 | |
| 97 | 6 | |
| 96 | 3 | < 0.1% |
| 95 | 4 | < 0.1% |
| 94 | 5 | |
| 93.4 | 1 | < 0.1% |
| 93 | 6 | |
| 92.5 | 1 | < 0.1% |
| Distinct | 358 |
|---|---|
| Distinct (%) | 2.5% |
| Missing | 747594 |
| Missing (%) | 98.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 96.56646761 |
| Minimum | 23 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 23 |
|---|---|
| 5-th percentile | 90.8 |
| Q1 | 95.7 |
| median | 97.5 |
| Q3 | 98.7 |
| 95-th percentile | 99.6 |
| Maximum | 100 |
| Range | 77 |
| Interquartile range (IQR) | 3 |
Descriptive statistics
| Standard deviation | 3.729406437 |
|---|---|
| Coefficient of variation (CV) | 0.03862009795 |
| Kurtosis | 48.26623053 |
| Mean | 96.56646761 |
| Median Absolute Deviation (MAD) | 1.4 |
| Skewness | -4.922478481 |
| Sum | 1390653.7 |
| Variance | 13.90847238 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 98.8 | 380 | < 0.1% |
| 99.2 | 379 | < 0.1% |
| 99 | 360 | < 0.1% |
| 98.7 | 344 | < 0.1% |
| 98.6 | 340 | < 0.1% |
| 99.1 | 332 | < 0.1% |
| 98.9 | 325 | < 0.1% |
| 99.4 | 320 | < 0.1% |
| 98.3 | 313 | < 0.1% |
| 98.5 | 309 | < 0.1% |
| Other values (348) | 10999 | 1.4% |
| (Missing) | 747594 |
| Value | Count | Frequency (%) |
| 23 | 1 | |
| 29.1 | 1 | |
| 36.6 | 1 | |
| 45.2 | 1 | |
| 50.3 | 1 | |
| 51.4 | 1 | |
| 52.5 | 1 | |
| 54.7 | 1 | |
| 56.6 | 1 | |
| 58.2 | 1 |
| Value | Count | Frequency (%) |
| 100 | 7 | < 0.1% |
| 99.9 | 97 | < 0.1% |
| 99.85 | 1 | < 0.1% |
| 99.8 | 241 | |
| 99.75 | 4 | < 0.1% |
| 99.7 | 231 | |
| 99.65 | 1 | < 0.1% |
| 99.6 | 254 | |
| 99.55 | 5 | < 0.1% |
| 99.5 | 280 |
| Distinct | 1181 |
|---|---|
| Distinct (%) | 8.8% |
| Missing | 748632 |
| Missing (%) | 98.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 175.3223453 |
| Minimum | 5 |
|---|---|
| Maximum | 9961 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 5 |
|---|---|
| 5-th percentile | 13 |
| Q1 | 20 |
| median | 32 |
| Q3 | 72 |
| 95-th percentile | 651 |
| Maximum | 9961 |
| Range | 9956 |
| Interquartile range (IQR) | 52 |
Descriptive statistics
| Standard deviation | 658.974827 |
|---|---|
| Coefficient of variation (CV) | 3.758647113 |
| Kurtosis | 82.28943766 |
| Mean | 175.3223453 |
| Median Absolute Deviation (MAD) | 15 |
| Skewness | 8.222250562 |
| Sum | 2342832.5 |
| Variance | 434247.8226 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 20 | 424 | 0.1% |
| 17 | 416 | 0.1% |
| 21 | 411 | 0.1% |
| 16 | 396 | 0.1% |
| 18 | 394 | 0.1% |
| 19 | 391 | 0.1% |
| 22 | 369 | < 0.1% |
| 14 | 336 | < 0.1% |
| 15 | 331 | < 0.1% |
| 24 | 328 | < 0.1% |
| Other values (1171) | 9567 | 1.3% |
| (Missing) | 748632 |
| Value | Count | Frequency (%) |
| 5 | 9 | < 0.1% |
| 6 | 9 | < 0.1% |
| 7 | 11 | < 0.1% |
| 8 | 29 | < 0.1% |
| 9 | 55 | < 0.1% |
| 9.5 | 1 | < 0.1% |
| 10 | 98 | |
| 11 | 153 | |
| 12 | 208 | |
| 13 | 231 |
| Value | Count | Frequency (%) |
| 9961 | 1 | |
| 9747 | 1 | |
| 9710 | 1 | |
| 9602 | 1 | |
| 9582 | 1 | |
| 9520 | 1 | |
| 9489 | 1 | |
| 9244 | 1 | |
| 9229 | 1 | |
| 9185 | 1 |
| Distinct | 235 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 719903 |
| Missing (%) | 94.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 23.25485841 |
| Minimum | 1 |
|---|---|
| Maximum | 268 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 6 |
| Q1 | 11 |
| median | 17 |
| Q3 | 28 |
| 95-th percentile | 63 |
| Maximum | 268 |
| Range | 267 |
| Interquartile range (IQR) | 17 |
Descriptive statistics
| Standard deviation | 19.72849602 |
|---|---|
| Coefficient of variation (CV) | 0.8483601869 |
| Kurtosis | 10.74457783 |
| Mean | 23.25485841 |
| Median Absolute Deviation (MAD) | 7 |
| Skewness | 2.657516977 |
| Sum | 978843.5 |
| Variance | 389.2135553 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 13 | 1993 | 0.3% |
| 12 | 1953 | 0.3% |
| 11 | 1940 | 0.3% |
| 14 | 1913 | 0.3% |
| 10 | 1822 | 0.2% |
| 15 | 1799 | 0.2% |
| 9 | 1646 | 0.2% |
| 16 | 1629 | 0.2% |
| 17 | 1599 | 0.2% |
| 8 | 1470 | 0.2% |
| Other values (225) | 24328 | 3.2% |
| (Missing) | 719903 |
| Value | Count | Frequency (%) |
| 1 | 80 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 2 | 110 | < 0.1% |
| 3 | 290 | < 0.1% |
| 3.5 | 1 | < 0.1% |
| 4 | 511 | |
| 4.5 | 3 | < 0.1% |
| 5 | 728 | |
| 5.5 | 3 | < 0.1% |
| 6 | 999 |
| Value | Count | Frequency (%) |
| 268 | 1 | |
| 252 | 1 | |
| 232 | 1 | |
| 227 | 1 | |
| 211 | 1 | |
| 207 | 1 | |
| 203 | 1 | |
| 202 | 2 | |
| 201 | 1 | |
| 200 | 1 |
| Distinct | 559 |
|---|---|
| Distinct (%) | 4.2% |
| Missing | 748586 |
| Missing (%) | 98.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 92.40454173 |
| Minimum | 11 |
|---|---|
| Maximum | 1650 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 11 |
|---|---|
| 5-th percentile | 34 |
| Q1 | 52 |
| median | 70 |
| Q3 | 101 |
| 95-th percentile | 214.6 |
| Maximum | 1650 |
| Range | 1639 |
| Interquartile range (IQR) | 49 |
Descriptive statistics
| Standard deviation | 89.13203779 |
|---|---|
| Coefficient of variation (CV) | 0.9645850315 |
| Kurtosis | 62.40629615 |
| Mean | 92.40454173 |
| Median Absolute Deviation (MAD) | 21 |
| Skewness | 6.252568515 |
| Sum | 1239052.5 |
| Variance | 7944.520161 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 58 | 219 | < 0.1% |
| 56 | 214 | < 0.1% |
| 61 | 209 | < 0.1% |
| 54 | 205 | < 0.1% |
| 57 | 200 | < 0.1% |
| 53 | 200 | < 0.1% |
| 60 | 196 | < 0.1% |
| 51 | 196 | < 0.1% |
| 52 | 192 | < 0.1% |
| 49 | 191 | < 0.1% |
| Other values (549) | 11387 | 1.5% |
| (Missing) | 748586 |
| Value | Count | Frequency (%) |
| 11 | 2 | < 0.1% |
| 12 | 1 | < 0.1% |
| 13 | 2 | < 0.1% |
| 14 | 2 | < 0.1% |
| 15 | 5 | < 0.1% |
| 16 | 8 | |
| 17 | 7 | |
| 18 | 7 | |
| 19 | 13 | |
| 20 | 11 |
| Value | Count | Frequency (%) |
| 1650 | 3 | |
| 1447 | 1 | < 0.1% |
| 1366 | 1 | < 0.1% |
| 1276 | 1 | < 0.1% |
| 1221 | 1 | < 0.1% |
| 1214 | 1 | < 0.1% |
| 1160 | 1 | < 0.1% |
| 1134 | 1 | < 0.1% |
| 1129 | 1 | < 0.1% |
| 1116 | 1 | < 0.1% |
| Distinct | 533 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 709982 |
| Missing (%) | 93.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.983445485 |
| Minimum | 1 |
|---|---|
| Maximum | 27.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 1.13 |
| Q1 | 7.2 |
| median | 8.2 |
| Q3 | 8.7 |
| 95-th percentile | 9.5 |
| Maximum | 27.9 |
| Range | 26.9 |
| Interquartile range (IQR) | 1.5 |
Descriptive statistics
| Standard deviation | 3.020360083 |
|---|---|
| Coefficient of variation (CV) | 0.4325028512 |
| Kurtosis | 0.582637215 |
| Mean | 6.983445485 |
| Median Absolute Deviation (MAD) | 0.6 |
| Skewness | -1.001488168 |
| Sum | 363229.95 |
| Variance | 9.122575033 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.3 | 2538 | 0.3% |
| 8.5 | 2521 | 0.3% |
| 8.6 | 2508 | 0.3% |
| 8.4 | 2461 | 0.3% |
| 8.2 | 2416 | 0.3% |
| 8.7 | 2288 | 0.3% |
| 8.1 | 2210 | 0.3% |
| 8.8 | 2175 | 0.3% |
| 8 | 1977 | 0.3% |
| 8.9 | 1911 | 0.3% |
| Other values (523) | 29008 | 3.8% |
| (Missing) | 709982 |
| Value | Count | Frequency (%) |
| 1 | 57 | < 0.1% |
| 1.01 | 74 | < 0.1% |
| 1.02 | 87 | < 0.1% |
| 1.03 | 95 | < 0.1% |
| 1.04 | 127 | |
| 1.05 | 129 | |
| 1.06 | 173 | |
| 1.07 | 178 | |
| 1.08 | 235 | |
| 1.09 | 283 |
| Value | Count | Frequency (%) |
| 27.9 | 1 | |
| 27 | 2 | |
| 25.2 | 1 | |
| 24.9 | 1 | |
| 23.7 | 1 | |
| 22.6 | 1 | |
| 22.2 | 2 | |
| 21.2 | 1 | |
| 20.6 | 1 | |
| 20.4 | 2 |
| Distinct | 71 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 757306 |
| Missing (%) | 99.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 106.7095329 |
| Minimum | 74 |
|---|---|
| Maximum | 124 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 74 |
|---|---|
| 5-th percentile | 99 |
| Q1 | 104 |
| median | 107 |
| Q3 | 110 |
| 95-th percentile | 114 |
| Maximum | 124 |
| Range | 50 |
| Interquartile range (IQR) | 6 |
Descriptive statistics
| Standard deviation | 4.887926633 |
|---|---|
| Coefficient of variation (CV) | 0.0458059041 |
| Kurtosis | 3.039882422 |
| Mean | 106.7095329 |
| Median Absolute Deviation (MAD) | 3 |
| Skewness | -0.7408788256 |
| Sum | 500361 |
| Variance | 23.89182677 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 107 | 449 | 0.1% |
| 106 | 446 | 0.1% |
| 108 | 436 | 0.1% |
| 105 | 389 | 0.1% |
| 109 | 380 | < 0.1% |
| 110 | 303 | < 0.1% |
| 104 | 290 | < 0.1% |
| 111 | 258 | < 0.1% |
| 103 | 233 | < 0.1% |
| 112 | 196 | < 0.1% |
| Other values (61) | 1309 | 0.2% |
| (Missing) | 757306 |
| Value | Count | Frequency (%) |
| 74 | 1 | < 0.1% |
| 78 | 1 | < 0.1% |
| 80 | 1 | < 0.1% |
| 81 | 1 | < 0.1% |
| 82 | 1 | < 0.1% |
| 83 | 2 | < 0.1% |
| 85 | 2 | < 0.1% |
| 86 | 9 | |
| 87 | 3 | < 0.1% |
| 88 | 10 |
| Value | Count | Frequency (%) |
| 124 | 7 | < 0.1% |
| 123 | 3 | < 0.1% |
| 122 | 5 | < 0.1% |
| 121 | 5 | < 0.1% |
| 120.5 | 1 | < 0.1% |
| 120 | 8 | < 0.1% |
| 119 | 6 | < 0.1% |
| 118 | 18 | |
| 117.5 | 1 | < 0.1% |
| 117 | 20 |
| Distinct | 1382 |
|---|---|
| Distinct (%) | 3.3% |
| Missing | 719866 |
| Missing (%) | 94.5% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.643156258 |
| Minimum | 0.2 |
|---|---|
| Maximum | 41.9 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0.2 |
|---|---|
| 5-th percentile | 0.52 |
| Q1 | 0.75 |
| median | 0.99 |
| Q3 | 1.51 |
| 95-th percentile | 5.66 |
| Maximum | 41.9 |
| Range | 41.7 |
| Interquartile range (IQR) | 0.76 |
Descriptive statistics
| Standard deviation | 2.093640019 |
|---|---|
| Coefficient of variation (CV) | 1.27415759 |
| Kurtosis | 28.12459439 |
| Mean | 1.643156258 |
| Median Absolute Deviation (MAD) | 0.31 |
| Skewness | 4.484662436 |
| Sum | 69224.53 |
| Variance | 4.383328528 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.82 | 519 | 0.1% |
| 0.8 | 515 | 0.1% |
| 0.77 | 514 | 0.1% |
| 0.81 | 511 | 0.1% |
| 0.79 | 500 | 0.1% |
| 0.73 | 482 | 0.1% |
| 0.69 | 479 | 0.1% |
| 0.84 | 476 | 0.1% |
| 0.78 | 474 | 0.1% |
| 0.68 | 474 | 0.1% |
| Other values (1372) | 37185 | 4.9% |
| (Missing) | 719866 |
| Value | Count | Frequency (%) |
| 0.2 | 7 | |
| 0.21 | 2 | < 0.1% |
| 0.22 | 2 | < 0.1% |
| 0.23 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.25 | 2 | < 0.1% |
| 0.26 | 1 | < 0.1% |
| 0.27 | 4 | |
| 0.28 | 5 | |
| 0.29 | 4 |
| Value | Count | Frequency (%) |
| 41.9 | 1 | < 0.1% |
| 29.86 | 1 | < 0.1% |
| 29.2 | 1 | < 0.1% |
| 25 | 5 | |
| 24.99 | 1 | < 0.1% |
| 24.03 | 1 | < 0.1% |
| 24 | 1 | < 0.1% |
| 23.83 | 1 | < 0.1% |
| 23.71 | 1 | < 0.1% |
| 23.65 | 1 | < 0.1% |
| Distinct | 212 |
|---|---|
| Distinct (%) | 11.7% |
| Missing | 760187 |
| Missing (%) | 99.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.000647124 |
| Minimum | 0.01 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.1 |
| Q1 | 0.1 |
| median | 0.2 |
| Q3 | 0.6825 |
| 95-th percentile | 4.1 |
| Maximum | 30 |
| Range | 29.99 |
| Interquartile range (IQR) | 0.5825 |
Descriptive statistics
| Standard deviation | 2.605067509 |
|---|---|
| Coefficient of variation (CV) | 2.603382798 |
| Kurtosis | 37.50731418 |
| Mean | 1.000647124 |
| Median Absolute Deviation (MAD) | 0.1 |
| Skewness | 5.623408414 |
| Sum | 1809.17 |
| Variance | 6.786376725 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.1 | 485 | 0.1% |
| 0.2 | 306 | < 0.1% |
| 0.3 | 139 | < 0.1% |
| 0.4 | 102 | < 0.1% |
| 0.5 | 49 | < 0.1% |
| 0.6 | 45 | < 0.1% |
| 1 | 32 | < 0.1% |
| 0.7 | 30 | < 0.1% |
| 0.8 | 20 | < 0.1% |
| 1.1 | 20 | < 0.1% |
| Other values (202) | 580 | 0.1% |
| (Missing) | 760187 |
| Value | Count | Frequency (%) |
| 0.01 | 8 | < 0.1% |
| 0.02 | 4 | < 0.1% |
| 0.03 | 5 | < 0.1% |
| 0.04 | 4 | < 0.1% |
| 0.05 | 6 | < 0.1% |
| 0.06 | 6 | < 0.1% |
| 0.07 | 8 | < 0.1% |
| 0.08 | 4 | < 0.1% |
| 0.09 | 13 | < 0.1% |
| 0.1 | 485 |
| Value | Count | Frequency (%) |
| 30 | 1 | |
| 23.92 | 1 | |
| 23.62 | 1 | |
| 22.68 | 1 | |
| 20.57 | 1 | |
| 20.55 | 1 | |
| 20 | 2 | |
| 19.54 | 1 | |
| 19.3 | 1 | |
| 19.08 | 1 |
| Distinct | 1012 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 593135 |
| Missing (%) | 77.8% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 138.8344149 |
| Minimum | 13 |
|---|---|
| Maximum | 891 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 13 |
|---|---|
| 5-th percentile | 83 |
| Q1 | 108 |
| median | 128 |
| Q3 | 155 |
| 95-th percentile | 236 |
| Maximum | 891 |
| Range | 878 |
| Interquartile range (IQR) | 47 |
Descriptive statistics
| Standard deviation | 51.05680343 |
|---|---|
| Coefficient of variation (CV) | 0.3677532222 |
| Kurtosis | 10.06188752 |
| Mean | 138.8344149 |
| Median Absolute Deviation (MAD) | 23 |
| Skewness | 2.320803976 |
| Sum | 23443579.3 |
| Variance | 2606.797177 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 120 | 2102 | 0.3% |
| 114 | 2073 | 0.3% |
| 118 | 2069 | 0.3% |
| 115 | 2044 | 0.3% |
| 116 | 2042 | 0.3% |
| 121 | 2028 | 0.3% |
| 117 | 2022 | 0.3% |
| 112 | 2021 | 0.3% |
| 124 | 2003 | 0.3% |
| 122 | 2003 | 0.3% |
| Other values (1002) | 148453 | 19.5% |
| (Missing) | 593135 |
| Value | Count | Frequency (%) |
| 13 | 1 | < 0.1% |
| 15 | 1 | < 0.1% |
| 16 | 1 | < 0.1% |
| 21 | 1 | < 0.1% |
| 23.5 | 1 | < 0.1% |
| 26 | 1 | < 0.1% |
| 28 | 2 | < 0.1% |
| 29.5 | 1 | < 0.1% |
| 30 | 31 | |
| 30.5 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 891 | 1 | |
| 871 | 1 | |
| 850 | 1 | |
| 788 | 1 | |
| 757 | 1 | |
| 734 | 1 | |
| 722 | 1 | |
| 708 | 1 | |
| 693 | 1 | |
| 692 | 1 |
| Distinct | 1244 |
|---|---|
| Distinct (%) | 8.7% |
| Missing | 747692 |
| Missing (%) | 98.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.983440537 |
| Minimum | 0.4 |
|---|---|
| Maximum | 22.25 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0.4 |
|---|---|
| 5-th percentile | 0.86 |
| Q1 | 1.33 |
| median | 1.97 |
| Q3 | 3.43 |
| 95-th percentile | 8.728 |
| Maximum | 22.25 |
| Range | 21.85 |
| Interquartile range (IQR) | 2.1 |
Descriptive statistics
| Standard deviation | 2.833046924 |
|---|---|
| Coefficient of variation (CV) | 0.9495905445 |
| Kurtosis | 9.120187485 |
| Mean | 2.983440537 |
| Median Absolute Deviation (MAD) | 0.8 |
| Skewness | 2.730254966 |
| Sum | 42672.15 |
| Variance | 8.026154873 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 1.2 | 139 | < 0.1% |
| 1.1 | 133 | < 0.1% |
| 1.3 | 129 | < 0.1% |
| 1.4 | 123 | < 0.1% |
| 1 | 117 | < 0.1% |
| 0.8 | 113 | < 0.1% |
| 1.7 | 100 | < 0.1% |
| 0.9 | 97 | < 0.1% |
| 1.6 | 87 | < 0.1% |
| 1.31 | 81 | < 0.1% |
| Other values (1234) | 13184 | 1.7% |
| (Missing) | 747692 |
| Value | Count | Frequency (%) |
| 0.4 | 1 | < 0.1% |
| 0.46 | 1 | < 0.1% |
| 0.5 | 12 | |
| 0.53 | 3 | < 0.1% |
| 0.54 | 2 | < 0.1% |
| 0.55 | 2 | < 0.1% |
| 0.56 | 4 | < 0.1% |
| 0.57 | 4 | < 0.1% |
| 0.58 | 1 | < 0.1% |
| 0.59 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 22.25 | 7 | |
| 21.54 | 1 | < 0.1% |
| 21.52 | 1 | < 0.1% |
| 21.26 | 1 | < 0.1% |
| 21.21 | 1 | < 0.1% |
| 20.94 | 1 | < 0.1% |
| 20.37 | 1 | < 0.1% |
| 19.79 | 1 | < 0.1% |
| 19.71 | 2 | < 0.1% |
| 19.66 | 1 | < 0.1% |
| Distinct | 90 |
|---|---|
| Distinct (%) | 0.2% |
| Missing | 725525 |
| Missing (%) | 95.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 2.069060872 |
| Minimum | 0.5 |
|---|---|
| Maximum | 9.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0.5 |
|---|---|
| 5-th percentile | 1.5 |
| Q1 | 1.8 |
| median | 2 |
| Q3 | 2.2 |
| 95-th percentile | 2.7 |
| Maximum | 9.8 |
| Range | 9.3 |
| Interquartile range (IQR) | 0.4 |
Descriptive statistics
| Standard deviation | 0.4102271075 |
|---|---|
| Coefficient of variation (CV) | 0.1982672975 |
| Kurtosis | 26.81203344 |
| Mean | 2.069060872 |
| Median Absolute Deviation (MAD) | 0.2 |
| Skewness | 2.817684465 |
| Sum | 75458.65 |
| Variance | 0.1682862797 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 2 | 5224 | 0.7% |
| 1.9 | 4760 | 0.6% |
| 2.1 | 4700 | 0.6% |
| 2.2 | 3771 | 0.5% |
| 1.8 | 3637 | 0.5% |
| 2.3 | 2707 | 0.4% |
| 1.7 | 2361 | 0.3% |
| 2.4 | 1845 | 0.2% |
| 1.6 | 1492 | 0.2% |
| 2.5 | 1247 | 0.2% |
| Other values (80) | 4726 | 0.6% |
| (Missing) | 725525 |
| Value | Count | Frequency (%) |
| 0.5 | 2 | < 0.1% |
| 0.6 | 1 | < 0.1% |
| 0.7 | 2 | < 0.1% |
| 0.8 | 6 | < 0.1% |
| 0.9 | 16 | < 0.1% |
| 1 | 42 | < 0.1% |
| 1.1 | 71 | < 0.1% |
| 1.2 | 137 | |
| 1.3 | 274 | |
| 1.35 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 9.8 | 1 | |
| 9.3 | 1 | |
| 9.2 | 1 | |
| 9.1 | 1 | |
| 8.4 | 1 | |
| 8.1 | 1 | |
| 7.9 | 1 | |
| 7.6 | 1 | |
| 7.1 | 1 | |
| 7 | 2 |
| Distinct | 158 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 739590 |
| Missing (%) | 97.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.46529123 |
| Minimum | 0.6 |
|---|---|
| Maximum | 15.5 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0.6 |
|---|---|
| 5-th percentile | 1.7 |
| Q1 | 2.6 |
| median | 3.3 |
| Q3 | 4 |
| 95-th percentile | 6 |
| Maximum | 15.5 |
| Range | 14.9 |
| Interquartile range (IQR) | 1.4 |
Descriptive statistics
| Standard deviation | 1.379108771 |
|---|---|
| Coefficient of variation (CV) | 0.3979777398 |
| Kurtosis | 5.242778417 |
| Mean | 3.46529123 |
| Median Absolute Deviation (MAD) | 0.7 |
| Skewness | 1.578399678 |
| Sum | 77639.85 |
| Variance | 1.901941003 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 3.3 | 877 | 0.1% |
| 3.4 | 862 | 0.1% |
| 2.9 | 855 | 0.1% |
| 3.2 | 850 | 0.1% |
| 3.5 | 821 | 0.1% |
| 2.8 | 817 | 0.1% |
| 3 | 811 | 0.1% |
| 3.1 | 805 | 0.1% |
| 3.6 | 749 | 0.1% |
| 2.7 | 737 | 0.1% |
| Other values (148) | 14221 | 1.9% |
| (Missing) | 739590 |
| Value | Count | Frequency (%) |
| 0.6 | 28 | < 0.1% |
| 0.7 | 20 | < 0.1% |
| 0.75 | 1 | < 0.1% |
| 0.8 | 39 | < 0.1% |
| 0.85 | 1 | < 0.1% |
| 0.9 | 25 | < 0.1% |
| 1 | 111 | |
| 1.1 | 62 | |
| 1.2 | 86 | |
| 1.3 | 117 |
| Value | Count | Frequency (%) |
| 15.5 | 1 | < 0.1% |
| 14.2 | 1 | < 0.1% |
| 12.7 | 1 | < 0.1% |
| 12.6 | 1 | < 0.1% |
| 12.2 | 2 | < 0.1% |
| 12 | 22 | |
| 11.8 | 2 | < 0.1% |
| 11.7 | 2 | < 0.1% |
| 11.6 | 4 | < 0.1% |
| 11.5 | 1 | < 0.1% |
| Distinct | 391 |
|---|---|
| Distinct (%) | 0.7% |
| Missing | 703306 |
| Missing (%) | 92.3% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 4.097531905 |
| Minimum | 1.3 |
|---|---|
| Maximum | 15.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 1.3 |
|---|---|
| 5-th percentile | 3.2 |
| Q1 | 3.7 |
| median | 4 |
| Q3 | 4.4 |
| 95-th percentile | 5.2 |
| Maximum | 15.8 |
| Range | 14.5 |
| Interquartile range (IQR) | 0.7 |
Descriptive statistics
| Standard deviation | 0.6538478846 |
|---|---|
| Coefficient of variation (CV) | 0.1595711515 |
| Kurtosis | 9.95534929 |
| Mean | 4.097531905 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 1.68795451 |
| Sum | 240480.05 |
| Variance | 0.4275170562 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 4 | 4464 | 0.6% |
| 3.9 | 4404 | 0.6% |
| 3.8 | 4249 | 0.6% |
| 4.1 | 4068 | 0.5% |
| 3.7 | 3719 | 0.5% |
| 4.2 | 3651 | 0.5% |
| 3.6 | 3250 | 0.4% |
| 4.3 | 3080 | 0.4% |
| 4.4 | 2721 | 0.4% |
| 3.5 | 2446 | 0.3% |
| Other values (381) | 22637 | 3.0% |
| (Missing) | 703306 |
| Value | Count | Frequency (%) |
| 1.3 | 3 | < 0.1% |
| 1.4 | 3 | < 0.1% |
| 1.45 | 1 | < 0.1% |
| 1.5 | 2 | < 0.1% |
| 1.7 | 3 | < 0.1% |
| 1.8 | 1 | < 0.1% |
| 1.9 | 5 | < 0.1% |
| 2 | 8 | < 0.1% |
| 2.1 | 10 | |
| 2.2 | 20 |
| Value | Count | Frequency (%) |
| 15.8 | 1 | < 0.1% |
| 11.8 | 1 | < 0.1% |
| 11.5 | 2 | |
| 10.8 | 2 | |
| 10.75 | 1 | < 0.1% |
| 10.6 | 3 | |
| 10.4 | 2 | |
| 10.2 | 1 | < 0.1% |
| 10 | 1 | < 0.1% |
| 9.8 | 4 |
| Distinct | 305 |
|---|---|
| Distinct (%) | 2.3% |
| Missing | 748547 |
| Missing (%) | 98.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1.695761452 |
| Minimum | 0.1 |
|---|---|
| Maximum | 49.6 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 0.3 |
| Q1 | 0.6 |
| median | 0.8 |
| Q3 | 1.4 |
| 95-th percentile | 5.1 |
| Maximum | 49.6 |
| Range | 49.5 |
| Interquartile range (IQR) | 0.8 |
Descriptive statistics
| Standard deviation | 3.42913138 |
|---|---|
| Coefficient of variation (CV) | 2.022177929 |
| Kurtosis | 53.37953927 |
| Mean | 1.695761452 |
| Median Absolute Deviation (MAD) | 0.3 |
| Skewness | 6.513752117 |
| Sum | 22804.6 |
| Variance | 11.75894202 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.6 | 1292 | 0.2% |
| 0.5 | 1257 | 0.2% |
| 0.7 | 1214 | 0.2% |
| 0.4 | 1064 | 0.1% |
| 0.8 | 1045 | 0.1% |
| 0.9 | 857 | 0.1% |
| 1 | 738 | 0.1% |
| 0.3 | 628 | 0.1% |
| 1.1 | 585 | 0.1% |
| 1.2 | 457 | 0.1% |
| Other values (295) | 4311 | 0.6% |
| (Missing) | 748547 |
| Value | Count | Frequency (%) |
| 0.1 | 59 | < 0.1% |
| 0.15 | 1 | < 0.1% |
| 0.2 | 236 | < 0.1% |
| 0.25 | 2 | < 0.1% |
| 0.3 | 628 | |
| 0.35 | 2 | < 0.1% |
| 0.4 | 1064 | |
| 0.45 | 2 | < 0.1% |
| 0.5 | 1257 | |
| 0.55 | 2 | < 0.1% |
| Value | Count | Frequency (%) |
| 49.6 | 2 | |
| 49.2 | 1 | |
| 46.4 | 1 | |
| 45.3 | 1 | |
| 44.5 | 1 | |
| 43.3 | 1 | |
| 42.9 | 1 | |
| 42.8 | 1 | |
| 40.9 | 1 | |
| 40.3 | 2 |
| Distinct | 2300 |
|---|---|
| Distinct (%) | 16.6% |
| Missing | 748179 |
| Missing (%) | 98.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8.220386508 |
| Minimum | 0.01 |
|---|---|
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0.01 |
|---|---|
| 5-th percentile | 0.01 |
| Q1 | 0.03 |
| median | 0.22 |
| Q3 | 3.1125 |
| 95-th percentile | 40 |
| Maximum | 440 |
| Range | 439.99 |
| Interquartile range (IQR) | 3.0825 |
Descriptive statistics
| Standard deviation | 25.47879536 |
|---|---|
| Coefficient of variation (CV) | 3.099464402 |
| Kurtosis | 56.61605229 |
| Mean | 8.220386508 |
| Median Absolute Deviation (MAD) | 0.21 |
| Skewness | 6.308549685 |
| Sum | 113572.86 |
| Variance | 649.1690128 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0.01 | 1788 | 0.2% |
| 0.03 | 1242 | 0.2% |
| 0.02 | 508 | 0.1% |
| 0.04 | 469 | 0.1% |
| 0.05 | 369 | < 0.1% |
| 0.06 | 348 | < 0.1% |
| 0.07 | 292 | < 0.1% |
| 40 | 252 | < 0.1% |
| 0.08 | 246 | < 0.1% |
| 0.1 | 208 | < 0.1% |
| Other values (2290) | 8094 | 1.1% |
| (Missing) | 748179 |
| Value | Count | Frequency (%) |
| 0.01 | 1788 | |
| 0.02 | 508 | 0.1% |
| 0.03 | 1242 | |
| 0.04 | 469 | 0.1% |
| 0.05 | 369 | < 0.1% |
| 0.06 | 348 | < 0.1% |
| 0.07 | 292 | < 0.1% |
| 0.08 | 246 | < 0.1% |
| 0.09 | 205 | < 0.1% |
| 0.1 | 208 | < 0.1% |
| Value | Count | Frequency (%) |
| 440 | 3 | |
| 394.03 | 1 | < 0.1% |
| 381.6 | 1 | < 0.1% |
| 349.05 | 1 | < 0.1% |
| 338.92 | 1 | < 0.1% |
| 325.31 | 1 | < 0.1% |
| 271.6 | 1 | < 0.1% |
| 255.18 | 1 | < 0.1% |
| 243.81 | 1 | < 0.1% |
| 235.88 | 1 | < 0.1% |
| Distinct | 521 |
|---|---|
| Distinct (%) | 1.2% |
| Missing | 717620 |
| Missing (%) | 94.2% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 31.04406152 |
| Minimum | 9.1 |
|---|---|
| Maximum | 70.2 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 9.1 |
|---|---|
| 5-th percentile | 21.3 |
| Q1 | 26 |
| median | 30.5 |
| Q3 | 35.7 |
| 95-th percentile | 42.3 |
| Maximum | 70.2 |
| Range | 61.1 |
| Interquartile range (IQR) | 9.7 |
Descriptive statistics
| Standard deviation | 6.594168851 |
|---|---|
| Coefficient of variation (CV) | 0.212413213 |
| Kurtosis | -0.1709400975 |
| Mean | 31.04406152 |
| Median Absolute Deviation (MAD) | 4.8 |
| Skewness | 0.3392415005 |
| Sum | 1377580.23 |
| Variance | 43.48306284 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 27 | 342 | < 0.1% |
| 29 | 340 | < 0.1% |
| 26 | 322 | < 0.1% |
| 28 | 312 | < 0.1% |
| 24 | 307 | < 0.1% |
| 25 | 298 | < 0.1% |
| 33 | 297 | < 0.1% |
| 30 | 289 | < 0.1% |
| 34 | 287 | < 0.1% |
| 29.1 | 282 | < 0.1% |
| Other values (511) | 41299 | 5.4% |
| (Missing) | 717620 |
| Value | Count | Frequency (%) |
| 9.1 | 1 | |
| 9.3 | 1 | |
| 9.6 | 1 | |
| 10.7 | 1 | |
| 10.8 | 1 | |
| 10.9 | 1 | |
| 11.3 | 1 | |
| 11.5 | 1 | |
| 11.6 | 1 | |
| 12.4 | 1 |
| Value | Count | Frequency (%) |
| 70.2 | 1 | < 0.1% |
| 65 | 3 | |
| 64.1 | 1 | < 0.1% |
| 63.4 | 1 | < 0.1% |
| 63.2 | 1 | < 0.1% |
| 62 | 1 | < 0.1% |
| 61.2 | 1 | < 0.1% |
| 60.2 | 1 | < 0.1% |
| 59.8 | 1 | < 0.1% |
| 59.4 | 1 | < 0.1% |
| Distinct | 269 |
|---|---|
| Distinct (%) | 0.6% |
| Missing | 717225 |
| Missing (%) | 94.1% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.19503641 |
| Minimum | 2.3 |
|---|---|
| Maximum | 30 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 2.3 |
|---|---|
| 5-th percentile | 7.1 |
| Q1 | 8.5 |
| median | 9.9 |
| Q3 | 11.7 |
| 95-th percentile | 14.2 |
| Maximum | 30 |
| Range | 27.7 |
| Interquartile range (IQR) | 3.2 |
Descriptive statistics
| Standard deviation | 2.252607625 |
|---|---|
| Coefficient of variation (CV) | 0.2209514057 |
| Kurtosis | 0.6523609656 |
| Mean | 10.19503641 |
| Median Absolute Deviation (MAD) | 1.6 |
| Skewness | 0.6047575824 |
| Sum | 456431.78 |
| Variance | 5.074241113 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.5 | 855 | 0.1% |
| 9.1 | 827 | 0.1% |
| 9 | 816 | 0.1% |
| 8.6 | 808 | 0.1% |
| 8.7 | 805 | 0.1% |
| 8.4 | 799 | 0.1% |
| 9.2 | 798 | 0.1% |
| 9.3 | 774 | 0.1% |
| 9.4 | 766 | 0.1% |
| 8.8 | 764 | 0.1% |
| Other values (259) | 36758 | 4.8% |
| (Missing) | 717225 |
| Value | Count | Frequency (%) |
| 2.3 | 1 | < 0.1% |
| 2.6 | 1 | < 0.1% |
| 2.8 | 1 | < 0.1% |
| 2.9 | 1 | < 0.1% |
| 3 | 1 | < 0.1% |
| 3.6 | 3 | |
| 3.7 | 2 | |
| 3.8 | 3 | |
| 3.9 | 1 | < 0.1% |
| 4 | 3 |
| Value | Count | Frequency (%) |
| 30 | 1 | < 0.1% |
| 26.6 | 1 | < 0.1% |
| 25 | 1 | < 0.1% |
| 24.8 | 2 | |
| 24 | 1 | < 0.1% |
| 23.8 | 2 | |
| 23.6 | 3 | |
| 23.4 | 2 | |
| 23.2 | 1 | < 0.1% |
| 22.4 | 1 | < 0.1% |
| Distinct | 920 |
|---|---|
| Distinct (%) | 12.4% |
| Missing | 754602 |
| Missing (%) | 99.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 43.55896794 |
| Minimum | 20 |
|---|---|
| Maximum | 250 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 20 |
|---|---|
| 5-th percentile | 24.2 |
| Q1 | 28.5 |
| median | 32.3 |
| Q3 | 42 |
| 95-th percentile | 99.54 |
| Maximum | 250 |
| Range | 230 |
| Interquartile range (IQR) | 13.5 |
Descriptive statistics
| Standard deviation | 35.59428496 |
|---|---|
| Coefficient of variation (CV) | 0.8171517058 |
| Kurtosis | 18.49122077 |
| Mean | 43.55896794 |
| Median Absolute Deviation (MAD) | 5 |
| Skewness | 4.077628816 |
| Sum | 322031.45 |
| Variance | 1266.953122 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 249 | 81 | < 0.1% |
| 30.8 | 69 | < 0.1% |
| 29.6 | 61 | < 0.1% |
| 30.7 | 59 | < 0.1% |
| 30.4 | 59 | < 0.1% |
| 28 | 59 | < 0.1% |
| 29.7 | 58 | < 0.1% |
| 31.3 | 56 | < 0.1% |
| 27.4 | 56 | < 0.1% |
| 30 | 55 | < 0.1% |
| Other values (910) | 6780 | 0.9% |
| (Missing) | 754602 |
| Value | Count | Frequency (%) |
| 20 | 38 | |
| 20.1 | 6 | < 0.1% |
| 20.3 | 2 | < 0.1% |
| 20.4 | 4 | < 0.1% |
| 20.5 | 3 | < 0.1% |
| 20.6 | 4 | < 0.1% |
| 20.7 | 1 | < 0.1% |
| 20.8 | 3 | < 0.1% |
| 20.9 | 8 | < 0.1% |
| 21 | 4 | < 0.1% |
| Value | Count | Frequency (%) |
| 250 | 11 | < 0.1% |
| 249.9 | 15 | < 0.1% |
| 249 | 81 | |
| 248.7 | 1 | < 0.1% |
| 248 | 1 | < 0.1% |
| 247.5 | 1 | < 0.1% |
| 247 | 3 | < 0.1% |
| 246.8 | 1 | < 0.1% |
| 242.6 | 1 | < 0.1% |
| 238.1 | 1 | < 0.1% |
| Distinct | 608 |
|---|---|
| Distinct (%) | 1.5% |
| Missing | 721896 |
| Missing (%) | 94.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.72089279 |
| Minimum | 0.1 |
|---|---|
| Maximum | 440 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 0.1 |
|---|---|
| 5-th percentile | 4.3 |
| Q1 | 7 |
| median | 9.6 |
| Q3 | 12.8 |
| 95-th percentile | 20 |
| Maximum | 440 |
| Range | 439.9 |
| Interquartile range (IQR) | 5.8 |
Descriptive statistics
| Standard deviation | 7.918226524 |
|---|---|
| Coefficient of variation (CV) | 0.7385790231 |
| Kurtosis | 600.6686565 |
| Mean | 10.72089279 |
| Median Absolute Deviation (MAD) | 2.8 |
| Skewness | 16.86507984 |
| Sum | 429897.08 |
| Variance | 62.69831128 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8.6 | 475 | 0.1% |
| 7.8 | 458 | 0.1% |
| 8 | 456 | 0.1% |
| 7.4 | 448 | 0.1% |
| 8.8 | 446 | 0.1% |
| 8.2 | 442 | 0.1% |
| 7.6 | 439 | 0.1% |
| 8.4 | 427 | 0.1% |
| 10 | 427 | 0.1% |
| 7.2 | 422 | 0.1% |
| Other values (598) | 35659 | 4.7% |
| (Missing) | 721896 |
| Value | Count | Frequency (%) |
| 0.1 | 28 | |
| 0.2 | 10 | < 0.1% |
| 0.3 | 5 | < 0.1% |
| 0.4 | 8 | < 0.1% |
| 0.5 | 3 | < 0.1% |
| 0.6 | 8 | < 0.1% |
| 0.7 | 5 | < 0.1% |
| 0.8 | 7 | < 0.1% |
| 0.9 | 8 | < 0.1% |
| 1 | 8 | < 0.1% |
| Value | Count | Frequency (%) |
| 440 | 1 | |
| 387 | 1 | |
| 317.9 | 1 | |
| 302 | 1 | |
| 296.1 | 1 | |
| 251 | 1 | |
| 215.3 | 1 | |
| 199.2 | 1 | |
| 182.6 | 1 | |
| 180.5 | 1 |
| Distinct | 637 |
|---|---|
| Distinct (%) | 15.1% |
| Missing | 757783 |
| Missing (%) | 99.4% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 280.4195157 |
| Minimum | 35 |
|---|---|
| Maximum | 1179 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 35 |
|---|---|
| 5-th percentile | 107.55 |
| Q1 | 183 |
| median | 251 |
| Q3 | 341 |
| 95-th percentile | 562.9 |
| Maximum | 1179 |
| Range | 1144 |
| Interquartile range (IQR) | 158 |
Descriptive statistics
| Standard deviation | 144.2962929 |
|---|---|
| Coefficient of variation (CV) | 0.5145729339 |
| Kurtosis | 3.635724739 |
| Mean | 280.4195157 |
| Median Absolute Deviation (MAD) | 76 |
| Skewness | 1.546856177 |
| Sum | 1181127 |
| Variance | 20821.42014 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 217 | 33 | < 0.1% |
| 200 | 29 | < 0.1% |
| 230 | 25 | < 0.1% |
| 248 | 25 | < 0.1% |
| 219 | 25 | < 0.1% |
| 272 | 23 | < 0.1% |
| 151 | 23 | < 0.1% |
| 229 | 23 | < 0.1% |
| 152 | 21 | < 0.1% |
| 208 | 21 | < 0.1% |
| Other values (627) | 3964 | 0.5% |
| (Missing) | 757783 |
| Value | Count | Frequency (%) |
| 35 | 16 | |
| 41 | 1 | < 0.1% |
| 42 | 3 | < 0.1% |
| 46 | 3 | < 0.1% |
| 48 | 2 | < 0.1% |
| 50 | 1 | < 0.1% |
| 51 | 2 | < 0.1% |
| 52 | 5 | < 0.1% |
| 53 | 2 | < 0.1% |
| 57 | 1 | < 0.1% |
| Value | Count | Frequency (%) |
| 1179 | 1 | < 0.1% |
| 1000 | 8 | |
| 966 | 1 | < 0.1% |
| 954 | 2 | < 0.1% |
| 945 | 1 | < 0.1% |
| 932 | 1 | < 0.1% |
| 919 | 1 | < 0.1% |
| 912 | 1 | < 0.1% |
| 901 | 3 | < 0.1% |
| 897 | 1 | < 0.1% |
| Distinct | 758 |
|---|---|
| Distinct (%) | 1.9% |
| Missing | 721285 |
| Missing (%) | 94.7% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 191.4548637 |
| Minimum | 1 |
|---|---|
| Maximum | 2322 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 63 |
| Q1 | 126 |
| median | 180 |
| Q3 | 240 |
| 95-th percentile | 359 |
| Maximum | 2322 |
| Range | 2321 |
| Interquartile range (IQR) | 114 |
Descriptive statistics
| Standard deviation | 95.87961665 |
|---|---|
| Coefficient of variation (CV) | 0.5007948861 |
| Kurtosis | 10.02842462 |
| Mean | 191.4548637 |
| Median Absolute Deviation (MAD) | 57 |
| Skewness | 1.536460392 |
| Sum | 7794127.5 |
| Variance | 9192.90089 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 167 | 234 | < 0.1% |
| 162 | 220 | < 0.1% |
| 141 | 218 | < 0.1% |
| 175 | 215 | < 0.1% |
| 166 | 209 | < 0.1% |
| 152 | 208 | < 0.1% |
| 149 | 208 | < 0.1% |
| 151 | 208 | < 0.1% |
| 183 | 205 | < 0.1% |
| 163 | 205 | < 0.1% |
| Other values (748) | 38580 | 5.1% |
| (Missing) | 721285 |
| Value | Count | Frequency (%) |
| 1 | 1 | < 0.1% |
| 2 | 5 | |
| 3 | 4 | |
| 4 | 7 | |
| 5 | 5 | |
| 6 | 4 | |
| 7 | 3 | < 0.1% |
| 8 | 5 | |
| 9 | 8 | |
| 10 | 5 |
| Value | Count | Frequency (%) |
| 2322 | 1 | |
| 1140 | 1 | |
| 1036 | 1 | |
| 1008 | 1 | |
| 984 | 1 | |
| 965 | 1 | |
| 932 | 1 | |
| 920 | 1 | |
| 909 | 1 | |
| 907 | 1 |
Age
Real number (ℝ≥0)
| Distinct | 77 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 60.96485279 |
| Minimum | 14 |
|---|---|
| Maximum | 100 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 14 |
|---|---|
| 5-th percentile | 30 |
| Q1 | 50 |
| median | 63 |
| Q3 | 72 |
| 95-th percentile | 85 |
| Maximum | 100 |
| Range | 86 |
| Interquartile range (IQR) | 22 |
Descriptive statistics
| Standard deviation | 16.57960365 |
|---|---|
| Coefficient of variation (CV) | 0.2719534763 |
| Kurtosis | -0.1167287965 |
| Mean | 60.96485279 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | -0.2954254824 |
| Sum | 46454913 |
| Variance | 274.8832572 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 67 | 21627 | 2.8% |
| 68 | 21545 | 2.8% |
| 65 | 20543 | 2.7% |
| 71 | 20260 | 2.7% |
| 66 | 19737 | 2.6% |
| 61 | 18930 | 2.5% |
| 69 | 18877 | 2.5% |
| 62 | 18740 | 2.5% |
| 73 | 18581 | 2.4% |
| 70 | 17875 | 2.3% |
| Other values (67) | 565280 |
| Value | Count | Frequency (%) |
| 14 | 37 | < 0.1% |
| 15 | 77 | < 0.1% |
| 16 | 210 | < 0.1% |
| 17 | 425 | 0.1% |
| 18 | 1260 | 0.2% |
| 19 | 1773 | |
| 20 | 2569 | |
| 21 | 3542 | |
| 22 | 2316 | |
| 23 | 2857 |
| Value | Count | Frequency (%) |
| 100 | 14978 | |
| 89 | 4539 | 0.6% |
| 88 | 4944 | 0.6% |
| 87 | 5503 | 0.7% |
| 86 | 7002 | |
| 85 | 6877 | |
| 84 | 7973 | |
| 83 | 9449 | |
| 82 | 9708 | |
| 81 | 8439 |
Gender
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 MiB |
| 1 | |
|---|---|
| 0 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 761995 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1 |
|---|---|
| 2nd row | 1 |
| 3rd row | 1 |
| 4th row | 1 |
| 5th row | 1 |
Common Values
| Value | Count | Frequency (%) |
| 1 | 411579 | |
| 0 | 350416 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1 | 411579 | |
| 0 | 350416 |
Most occurring characters
| Value | Count | Frequency (%) |
| 1 | 411579 | |
| 0 | 350416 |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 761995 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 1 | 411579 | |
| 0 | 350416 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 761995 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 1 | 411579 | |
| 0 | 350416 |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 761995 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 1 | 411579 | |
| 0 | 350416 |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 225795 |
| Missing (%) | 29.6% |
| Memory size | 5.8 MiB |
| 0.0 | |
|---|---|
| 1.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1608600 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 1.0 |
|---|---|
| 2nd row | 1.0 |
| 3rd row | 1.0 |
| 4th row | 1.0 |
| 5th row | 1.0 |
Common Values
| Value | Count | Frequency (%) |
| 0.0 | 274193 | |
| 1.0 | 262007 | |
| (Missing) | 225795 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0.0 | 274193 | |
| 1.0 | 262007 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 810393 | |
| . | 536200 | |
| 1 | 262007 | 16.3% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1072400 | |
| Other Punctuation | 536200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 810393 | |
| 1 | 262007 | 24.4% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 536200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1608600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 810393 | |
| . | 536200 | |
| 1 | 262007 | 16.3% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1608600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 810393 | |
| . | 536200 | |
| 1 | 262007 | 16.3% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 225795 |
| Missing (%) | 29.6% |
| Memory size | 5.8 MiB |
| 1.0 | |
|---|---|
| 0.0 |
Length
| Max length | 3 |
|---|---|
| Median length | 3 |
| Mean length | 3 |
| Min length | 3 |
Characters and Unicode
| Total characters | 1608600 |
|---|---|
| Distinct characters | 3 |
| Distinct categories | 2 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0.0 |
|---|---|
| 2nd row | 0.0 |
| 3rd row | 0.0 |
| 4th row | 0.0 |
| 5th row | 0.0 |
Common Values
| Value | Count | Frequency (%) |
| 1.0 | 274193 | |
| 0.0 | 262007 | |
| (Missing) | 225795 |
Length
Pie chart
| Value | Count | Frequency (%) |
| 1.0 | 274193 | |
| 0.0 | 262007 |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 798207 | |
| . | 536200 | |
| 1 | 274193 | 17.0% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 1072400 | |
| Other Punctuation | 536200 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 798207 | |
| 1 | 274193 | 25.6% |
Other Punctuation
| Value | Count | Frequency (%) |
| . | 536200 |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 1608600 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 798207 | |
| . | 536200 | |
| 1 | 274193 | 17.0% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 1608600 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 798207 | |
| . | 536200 | |
| 1 | 274193 | 17.0% |
| Distinct | 7975 |
|---|---|
| Distinct (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -60.37626075 |
| Minimum | -5366.86 |
|---|---|
| Maximum | 0 |
| Zeros | 49742 |
| Zeros (%) | 6.5% |
| Negative | 712253 |
| Negative (%) | 93.5% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | -5366.86 |
|---|---|
| 5-th percentile | -266.6 |
| Q1 | -56.16 |
| median | -8.95 |
| Q3 | -3.1 |
| 95-th percentile | 0 |
| Maximum | 0 |
| Range | 5366.86 |
| Interquartile range (IQR) | 53.06 |
Descriptive statistics
| Standard deviation | 168.5246272 |
|---|---|
| Coefficient of variation (CV) | -2.791239886 |
| Kurtosis | 383.5293822 |
| Mean | -60.37626075 |
| Median Absolute Deviation (MAD) | 8.92 |
| Skewness | -14.87989159 |
| Sum | -46006408.81 |
| Variance | 28400.54996 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 0 | 49742 | 6.5% |
| -0.02 | 10227 | 1.3% |
| -0.03 | 9086 | 1.2% |
| -0.01 | 8130 | 1.1% |
| -0.04 | 6025 | 0.8% |
| -0.05 | 5521 | 0.7% |
| -0.06 | 4652 | 0.6% |
| -0.07 | 4005 | 0.5% |
| -0.09 | 3309 | 0.4% |
| -0.08 | 2935 | 0.4% |
| Other values (7965) | 658363 |
| Value | Count | Frequency (%) |
| -5366.86 | 260 | |
| -3397.64 | 36 | < 0.1% |
| -3342.34 | 41 | < 0.1% |
| -3189.39 | 32 | < 0.1% |
| -3112.12 | 12 | < 0.1% |
| -2929.37 | 44 | < 0.1% |
| -2842.11 | 12 | < 0.1% |
| -2667.34 | 21 | < 0.1% |
| -2384.78 | 29 | < 0.1% |
| -2382.34 | 36 | < 0.1% |
| Value | Count | Frequency (%) |
| 0 | 49742 | |
| -0.01 | 8130 | 1.1% |
| -0.02 | 10227 | 1.3% |
| -0.03 | 9086 | 1.2% |
| -0.04 | 6025 | 0.8% |
| -0.05 | 5521 | 0.7% |
| -0.06 | 4652 | 0.6% |
| -0.07 | 4005 | 0.5% |
| -0.08 | 2935 | 0.4% |
| -0.09 | 3309 | 0.4% |
| Distinct | 336 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 26.78392903 |
| Minimum | 1 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 1 |
|---|---|
| 5-th percentile | 2 |
| Q1 | 10 |
| median | 20 |
| Q3 | 34 |
| 95-th percentile | 64 |
| Maximum | 336 |
| Range | 335 |
| Interquartile range (IQR) | 24 |
Descriptive statistics
| Standard deviation | 29.82513066 |
|---|---|
| Coefficient of variation (CV) | 1.113545762 |
| Kurtosis | 24.64936027 |
| Mean | 26.78392903 |
| Median Absolute Deviation (MAD) | 11 |
| Skewness | 4.159841885 |
| Sum | 20409220 |
| Variance | 889.5384189 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 8 | 19980 | 2.6% |
| 7 | 19966 | 2.6% |
| 6 | 19941 | 2.6% |
| 5 | 19887 | 2.6% |
| 4 | 19810 | 2.6% |
| 9 | 19794 | 2.6% |
| 10 | 19692 | 2.6% |
| 3 | 19664 | 2.6% |
| 11 | 19578 | 2.6% |
| 12 | 19468 | 2.6% |
| Other values (326) | 564215 |
| Value | Count | Frequency (%) |
| 1 | 18704 | |
| 2 | 19445 | |
| 3 | 19664 | |
| 4 | 19810 | |
| 5 | 19887 | |
| 6 | 19941 | |
| 7 | 19966 | |
| 8 | 19980 | |
| 9 | 19794 | |
| 10 | 19692 |
| Value | Count | Frequency (%) |
| 336 | 7 | |
| 335 | 8 | |
| 334 | 9 | |
| 333 | 9 | |
| 332 | 9 | |
| 331 | 9 | |
| 330 | 9 | |
| 329 | 9 | |
| 328 | 9 | |
| 327 | 10 |
SepsisLabel
Categorical
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 MiB |
| 0 | |
|---|---|
| 1 | 10780 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 761995 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 751215 | |
| 1 | 10780 | 1.4% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 751215 | |
| 1 | 10780 | 1.4% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 751215 | |
| 1 | 10780 | 1.4% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 761995 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 751215 | |
| 1 | 10780 | 1.4% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 761995 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 751215 | |
| 1 | 10780 | 1.4% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 761995 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 751215 | |
| 1 | 10780 | 1.4% |
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 5.8 MiB |
| 0 | |
|---|---|
| 1 | 67446 |
Length
| Max length | 1 |
|---|---|
| Median length | 1 |
| Mean length | 1 |
| Min length | 1 |
Characters and Unicode
| Total characters | 761995 |
|---|---|
| Distinct characters | 2 |
| Distinct categories | 1 ? |
| Distinct scripts | 1 ? |
| Distinct blocks | 1 ? |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | 0 |
|---|---|
| 2nd row | 0 |
| 3rd row | 0 |
| 4th row | 0 |
| 5th row | 0 |
Common Values
| Value | Count | Frequency (%) |
| 0 | 694549 | |
| 1 | 67446 | 8.9% |
Length
Pie chart
| Value | Count | Frequency (%) |
| 0 | 694549 | |
| 1 | 67446 | 8.9% |
Most occurring characters
| Value | Count | Frequency (%) |
| 0 | 694549 | |
| 1 | 67446 | 8.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| Decimal Number | 761995 |
Most frequent character per category
Decimal Number
| Value | Count | Frequency (%) |
| 0 | 694549 | |
| 1 | 67446 | 8.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| Common | 761995 |
Most frequent character per script
Common
| Value | Count | Frequency (%) |
| 0 | 694549 | |
| 1 | 67446 | 8.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| ASCII | 761995 |
Most frequent character per block
ASCII
| Value | Count | Frequency (%) |
| 0 | 694549 | |
| 1 | 67446 | 8.9% |
| Distinct | 230 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 52.3179614 |
| Minimum | 8 |
|---|---|
| Maximum | 336 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negative | 0 |
| Negative (%) | 0.0% |
| Memory size | 5.8 MiB |
Quantile statistics
| Minimum | 8 |
|---|---|
| 5-th percentile | 19 |
| Q1 | 36 |
| median | 44 |
| Q3 | 52 |
| 95-th percentile | 139 |
| Maximum | 336 |
| Range | 328 |
| Interquartile range (IQR) | 16 |
Descriptive statistics
| Standard deviation | 44.52602971 |
|---|---|
| Coefficient of variation (CV) | 0.8510658389 |
| Kurtosis | 16.56059538 |
| Mean | 52.3179614 |
| Median Absolute Deviation (MAD) | 8 |
| Skewness | 3.821416747 |
| Sum | 39866025 |
| Variance | 1982.567322 |
| Monotonicity | Not monotonic |
| Value | Count | Frequency (%) |
| 39 | 27183 | 3.6% |
| 43 | 26230 | 3.4% |
| 41 | 26199 | 3.4% |
| 40 | 26040 | 3.4% |
| 38 | 25346 | 3.3% |
| 42 | 25032 | 3.3% |
| 44 | 24772 | 3.3% |
| 47 | 24064 | 3.2% |
| 45 | 23940 | 3.1% |
| 36 | 23904 | 3.1% |
| Other values (220) | 509285 |
| Value | Count | Frequency (%) |
| 8 | 1632 | 0.2% |
| 9 | 1026 | 0.1% |
| 10 | 1260 | 0.2% |
| 11 | 1320 | 0.2% |
| 12 | 1968 | 0.3% |
| 13 | 2665 | |
| 14 | 3052 | |
| 15 | 4575 | |
| 16 | 5232 | |
| 17 | 6341 |
| Value | Count | Frequency (%) |
| 336 | 1680 | |
| 335 | 670 | 0.1% |
| 334 | 334 | < 0.1% |
| 333 | 333 | < 0.1% |
| 327 | 327 | < 0.1% |
| 326 | 326 | < 0.1% |
| 320 | 320 | < 0.1% |
| 318 | 318 | < 0.1% |
| 312 | 624 | 0.1% |
| 310 | 620 | 0.1% |
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Cramér's V (φc)
Cramér's V is an association measure for nominal random variables. The coefficient ranges from 0 to 1, with 0 indicating independence and 1 indicating perfect association. The empirical estimators used for Cramér's V have been proved to be biased, even for large samples. We use a bias-corrected measure that has been proposed by Bergsma in 2013 that can be found here.First rows
| PatientID | level_1 | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 100001 | 0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 73 | 1 | 1.0 | 0.0 | -214.64 | 1 | 0 | 0 | 24 |
| 1 | 100001 | 1 | 93.0 | 92.5 | NaN | 110.0 | 76.0 | 56.0 | 22.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 73 | 1 | 1.0 | 0.0 | -214.64 | 2 | 0 | 0 | 24 |
| 2 | 100001 | 2 | 91.0 | 96.0 | NaN | 108.0 | 84.5 | 72.0 | 23.5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 233.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 73 | 1 | 1.0 | 0.0 | -214.64 | 3 | 0 | 0 | 24 |
| 3 | 100001 | 3 | 93.0 | 98.0 | NaN | 123.0 | 87.0 | 61.0 | 21.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 73 | 1 | 1.0 | 0.0 | -214.64 | 4 | 0 | 0 | 24 |
| 4 | 100001 | 4 | 93.0 | 95.0 | NaN | 110.0 | 81.0 | 70.0 | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 73 | 1 | 1.0 | 0.0 | -214.64 | 5 | 0 | 0 | 24 |
| 5 | 100001 | 5 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 73 | 1 | 1.0 | 0.0 | -214.64 | 6 | 0 | 0 | 24 |
| 6 | 100001 | 6 | 91.5 | 97.0 | 36.5 | 104.0 | 75.0 | 60.0 | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 73 | 1 | 1.0 | 0.0 | -214.64 | 7 | 0 | 0 | 24 |
| 7 | 100001 | 7 | 94.0 | 95.0 | NaN | 114.0 | 85.0 | 66.0 | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 154.0 | NaN | 2.1 | NaN | 3.7 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 73 | 1 | 1.0 | 0.0 | -214.64 | 8 | 0 | 0 | 24 |
| 8 | 100001 | 8 | 94.0 | 95.0 | NaN | 121.0 | 88.0 | 69.0 | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 73 | 1 | 1.0 | 0.0 | -214.64 | 9 | 0 | 0 | 24 |
| 9 | 100001 | 9 | 102.0 | 95.0 | NaN | 117.0 | 89.0 | 70.0 | 20.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 73 | 1 | 1.0 | 0.0 | -214.64 | 10 | 0 | 0 | 24 |
Last rows
| PatientID | level_1 | HR | O2Sat | Temp | SBP | MAP | DBP | Resp | EtCO2 | BaseExcess | HCO3 | FiO2 | pH | PaCO2 | SaO2 | AST | BUN | Alkalinephos | Calcium | Chloride | Creatinine | Bilirubin_direct | Glucose | Lactate | Magnesium | Phosphate | Potassium | Bilirubin_total | TroponinI | Hct | Hgb | PTT | WBC | Fibrinogen | Platelets | Age | Gender | Unit1 | Unit2 | HospAdmTime | ICULOS | SepsisLabel | Sepsis | Hours | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 761985 | 120000 | 25 | 72.0 | 98.0 | 36.6 | 116.0 | 88.0 | 68.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62 | 0 | NaN | NaN | 0.0 | 26 | 0 | 0 | 35 |
| 761986 | 120000 | 26 | 74.0 | 98.0 | NaN | 118.0 | 88.0 | 72.0 | 18.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62 | 0 | NaN | NaN | 0.0 | 27 | 0 | 0 | 35 |
| 761987 | 120000 | 27 | 82.0 | 97.0 | NaN | 120.0 | 82.0 | 66.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62 | 0 | NaN | NaN | 0.0 | 28 | 0 | 0 | 35 |
| 761988 | 120000 | 28 | 86.0 | 97.0 | NaN | 123.0 | 89.0 | 65.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 239.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62 | 0 | NaN | NaN | 0.0 | 29 | 0 | 0 | 35 |
| 761989 | 120000 | 29 | 76.0 | 98.0 | 36.4 | 118.0 | 82.0 | 65.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62 | 0 | NaN | NaN | 0.0 | 30 | 0 | 0 | 35 |
| 761990 | 120000 | 30 | 80.0 | 96.0 | NaN | 115.0 | 87.0 | 65.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62 | 0 | NaN | NaN | 0.0 | 31 | 0 | 0 | 35 |
| 761991 | 120000 | 31 | 74.0 | 97.0 | NaN | 114.0 | 83.0 | 67.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62 | 0 | NaN | NaN | 0.0 | 32 | 0 | 0 | 35 |
| 761992 | 120000 | 32 | 78.0 | 98.0 | NaN | 110.0 | 83.0 | 69.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62 | 0 | NaN | NaN | 0.0 | 33 | 0 | 0 | 35 |
| 761993 | 120000 | 33 | 82.0 | 99.0 | 36.6 | 124.0 | 91.0 | 71.0 | 16.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 242.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62 | 0 | NaN | NaN | 0.0 | 34 | 0 | 0 | 35 |
| 761994 | 120000 | 34 | 80.0 | 97.0 | NaN | 121.0 | 97.0 | 73.0 | 15.0 | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN | 62 | 0 | NaN | NaN | 0.0 | 35 | 0 | 0 | 35 |